Ultrasound Image Segmentation on Mouse-GL261
77.62Dice ScoreUltraSeg-500K
Evaluation results
| Method | Links | |
|---|---|---|
| UltraSeg-500KParams=0.50M, FLOPs=0.54G2026.06 | 77.62 | |
| UNetParams=31.04M, FLOPs=54.80G2026.06 | 75.41 | |
| Att-UNetParams=34.88M, FLOPs=66.92G2026.06 | 75.36 | |
| UltraSeg-130KParams=0.13M, FLOPs=0.15G2026.06 | 75.36 | |
| UNet-M-DSParams=1.51M, FLOPs=3.72G2026.06 | 75.14 | |
| UNet-S-DSParams=0.39M, FLOPs=1.01G2026.06 | 74.96 | |
| UNet++Params=4.87M, FLOPs=6.21G2026.06 | 74.05 | |
| LB-UNetParams=0.04M, FLOPs=0.10G2026.06 | 72.73 | |
| UNeXtParams=1.61M, FLOPs=1.66G2026.06 | 72.06 | |
| EGE-UNetParams=0.05M, FLOPs=0.07G2026.06 | 71.93 | |
| TransUNetParams=105.32M, FLOPs=32.24G2026.06 | 70.6 | |
| FastSCNNParams=0.37M, FLOPs=2.21G2026.06 | 69.27 | |
| MobileUNetParams=0.14M, FLOPs=0.17G2026.06 | 65.42 |